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Volumn , Issue , 2009, Pages

Classification of alcoholics and non-alcoholics via EEG using SVM and neural networks

Author keywords

Biological signal processing; Component; EEG; Neural net work; Pattern recognition; Support vector machine

Indexed keywords

BIOLOGICAL SIGNALS; CLASSIFICATION ACCURACY; COMPONENT; DIMENSION REDUCTION; EEG SIGNALS; ENVIRONMENTAL FACTORS; FEATURE VECTORS; MOTHER WAVELETS; NEURAL NET; PRINCIPLE COMPONENT ANALYSIS; SIMULATION RESULT; SUPPORT VECTORS MACHINE;

EID: 72749097214     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBBE.2009.5162504     Document Type: Conference Paper
Times cited : (48)

References (9)
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    • Approach to the genetics of alcoholism: A review based on pathophysiology
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    • Koehnke, M.D.1
  • 4
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    • DW. Hommer, R. Momenan, E. Kaiser, and RR. Rawlings, "Evidence for a genderrelated effect of alcoholism on brain volumes," Am J Psychiatr 158, 2001, pp. 198-204.
    • (2001) Am J Psychiatr , vol.158 , pp. 198-204
    • Hommer, D.W.1    Momenan, R.2    Kaiser, E.3    Rawlings, R.R.4
  • 5
    • 72749117091 scopus 로고    scopus 로고
    • http://kdd.ics.uci.edu/databases.
  • 6
    • 41249099701 scopus 로고    scopus 로고
    • Optimal classification of epileptic seizures in EEG using wavelet analysis and genetic algorithm
    • H. Ocak, "Optimal classification of epileptic seizures in EEG using wavelet analysis and genetic algorithm," Signal Processing 88, 2008, pp. 1858-1867.
    • (2008) Signal Processing , vol.88 , pp. 1858-1867
    • Ocak, H.1
  • 9
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. Burges, "A tutorial on support vector machines for pattern recognition," Knowledge Discovery and Data Mining, vol. 2, 1998, pp. 121-167.
    • (1998) Knowledge Discovery and Data Mining , vol.2 , pp. 121-167
    • Burges, C.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.